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Ghazal Fazelnia
Ghazal Fazelnia
Research Scientist at Spotify, PhD Columbia University 2019
Verified email at spotify.com - Homepage
Title
Cited by
Cited by
Year
Convex relaxation for optimal distributed control problems
G Fazelnia, R Madani, A Kalbat, J Lavaei
IEEE Transactions on Automatic Control 62 (1), 206-221, 2016
1312016
Finding low-rank solutions of sparse linear matrix inequalities using convex optimization
R Madani, S Sojoudi, G Fazelnia, J Lavaei
SIAM Journal on Optimization 27 (2), 725-758, 2017
522017
Transformation of optimal centralized controllers into near-globally optimal static distributed controllers
MA Salar Fattahi, Ghazal Fazelnia, Javad Lavaei
conditionally accepted as a full paper for IEEE Transactions on Automatic …, 2017
45*2017
Low-rank solutions of matrix inequalities with applications to polynomial optimization and matrix completion problems
R Madani, G Fazelnia, S Sojoudi, J Lavaei
53rd IEEE Conference on Decision and Control, 4328-4335, 2014
252014
Efficient convex relaxation for stochastic optimal distributed control problem
A Kalbat, R Madani, G Fazelnia, J Lavaei
2014 52nd Annual Allerton Conference on Communication, Control, and …, 2014
192014
Rank-2 matrix solution for semidefinite relaxations of arbitrary polynomial optimization problems
R Madani, G Fazelnia, J Lavaei
constraints 21, 25, 2014
172014
Transformation of optimal centralized controllers into near-global static distributed controllers
S Fattahi, G Fazelnia, J Lavaei
2015 54th IEEE Conference on Decision and Control (CDC), 4915-4922, 2015
152015
Choice of implicit signal matters: Accounting for user aspirations in podcast recommendations
Z Nazari, P Chandar, G Fazelnia, CM Edwards, B Carterette, M Lalmas
Proceedings of the ACM Web Conference 2022, 2433-2441, 2022
142022
Variational user modeling with slow and fast features
G Fazelnia, E Simon, I Anderson, B Carterette, M Lalmas
Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022
112022
Mobile cloud management: A new framework
MJ Salehi, BH Khalaj, M Katz, G Fazelnia, P Karimi
2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio …, 2012
102012
Graph-theoretic algorithms for polynomial optimization problems
S Sojoudi, R Madani, G Fazelnia, J Lavaei
53rd IEEE Conference on Decision and Control, 2257-2271, 2014
92014
Trajectory based podcast recommendation
G Benton, G Fazelnia, A Wang, B Carterette
arXiv preprint arXiv:2009.03859, 2020
72020
Mobile clouds: How to find opportunities
MJ Salehi, BH Khalaj, M Katz, G Fazelnia, P Karimi, J Del Ser
2012 IEEE 17th International Workshop on Computer Aided Modeling and Design …, 2012
62012
Model selection for production system via automated online experiments
Z Dai, P Chandar, G Fazelnia, B Carterette, M Lalmas
Advances in Neural Information Processing Systems 33, 1106-1116, 2020
42020
CRVI: Convex Relaxation for Variational Inference
G Fazelnia, J Paisley
International Conference on Machine Learning, 2018
42018
Convex relaxation for optimal distributed control problem—part II: Lyapunov formulation and case studies
G Fazelnia, R Madani, A Kalbat, J Lavaei
Technical Report 2014, 2014
42014
Convex relaxation for optimal distributed control problem—part I: Timedomain formulation
G Fazelnia, R Madani, A Kalbat, J Lavaei
optimization 16, 17, 2014
42014
Probabilistic orthogonal matching pursuit
G Fazelnia, J Paisley
2022 IEEE International Conference on Big Data (Big Data), 26-35, 2022
22022
Model selection for production system via automated online experiments
Z Dai, PC Ravichandran, G Fazelnia, B Carterette, M Lalmas-roelleke
US Patent App. 17/063,606, 2022
22022
Graph Learning for Exploratory Query Suggestions in an Instant Search System
E Palumbo, A Damianou, A Wang, A Liu, G Fazelnia, F Fabbri, R Ferreira, ...
Proceedings of the 32nd ACM International Conference on Information and …, 2023
12023
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